Franz J. Király

48 papers A* 1A 2Misc 1Journal 39Unranked 5

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Evaluating Probabilistic Forecasters with sktime and tsbootstrap - Easy-to-Use, Configurable Frameworks for Reproducible Science. SciPy Benedikt Heidrich, Sankalp Gilda, Franz J. Király
2023	J	`jnl`	LLM Interactive Optimization of Open Source Python Libraries - Case Studies and Generalization. CoRR Andreas Florath, Franz J. Király
2021	J	`jnl`	Designing Machine Learning Toolboxes: Concepts, Principles and Patterns. CoRR Franz J. Király, Markus Löning, Anthony D. Blaom, Ahmed Guecioueur, Raphael Sonabend
2021	J	`jnl`	distr6: R6 Object-Oriented Probability Distributions Interface in R. R J. Raphael Sonabend, Franz J. Király
2021	J	`jnl`	mlr3proba: an R package for machine learning in survival analysis. Bioinform. Raphael Sonabend, Franz J. Király, Andreas Bender, Bernd Bischl, Michel Lang
2020	J	`jnl`	Forecasting with sktime: Designing sktime's New Forecasting API and Applying It to Replicate and Extend the M4 Study. CoRR Markus Löning, Franz J. Király
2020	J	`jnl`	Kernels for time series with irregularly-spaced multivariate observations. CoRR Ahmed Guecioueur, Franz J. Király
2020	J	`jnl`	MLJ: A Julia package for composable Machine Learning. CoRR Anthony D. Blaom, Franz J. Király, Thibaut Liénart, Yiannis Simillides, Diego Arenas, Sebastian J. Vollmer
2020	J	`jnl`	MLJ: A Julia package for composable machine learning. J. Open Source Softw. Anthony D. Blaom, Franz J. Király, Thibaut Liénart, Yiannis Simillides, Diego Arenas, Sebastian J. Vollmer
2020	J	`jnl`	Source Separation With Side Information Based on Gaussian Mixture Models With Application in Art Investigation. IEEE Trans. Signal Process. Zahra Sabetsarvestani, Francesco Renna, Franz J. Király, Miguel R. D. Rodrigues
2020	J	`jnl`	distr6: R6 Object-Oriented Probability Distributions Interface in R. CoRR Raphael Sonabend, Franz J. Király
2020	J	`jnl`	mlr3proba: Machine Learning Survival Analysis in R. CoRR Raphael Sonabend, Franz J. Király, Andreas Bender, Bernd Bischl, Michel Lang
2020	J	`jnl`	set6: R6 Mathematical Sets Interface. J. Open Source Softw. Raphael Sonabend, Franz J. Király
2019	J	`jnl`	A tale of two toolkits, report the first: benchmarking time series classification algorithms for correctness and efficiency. CoRR Anthony J. Bagnall, Franz J. Király, Markus Löning, Matthew Middlehurst, George Oastler
2019	J	`jnl`	Correction to: Modeling outcomes of soccer matches. Mach. Learn. Alkeos Tsokos, Santhosh Narayanan, Ioannis Kosmidis, Gianluca Baio, Mihai Cucuringu, Gavin Whitaker, Franz J. Király
2019	J	`jnl`	Design choices for productive, secure, data-intensive research at scale in the cloud. CoRR Diego Arenas, Jon Atkins, Clare Austin, David Beavan, Alvaro Cabrejas Egea, Stephen Carlysle-Davies, Ian Carter, Rob Clarke, James Cunningham, Tom Doel, Oliver Forrest, Evelina Gabasova, James Geddes, James Hetherington, Radka Jersakova, Franz J. Király, Catherine Lawrence, Jules Manser, Martin T. O'Reilly, James Robinson, Helen Sherwood-Taylor, Serena Tierney, Catalina A. Vallejos, Sebastian J. Vollmer, Kirstie J. Whitaker
2019	J	`jnl`	Kernels for Sequentially Ordered Data. J. Mach. Learn. Res. Franz J. Király, Harald Oberhauser
2019	J	`jnl`	Machine Learning Automation Toolbox (MLaut). CoRR Viktor Kazakov, Franz J. Király
2019	J	`jnl`	Modeling outcomes of soccer matches. Mach. Learn. Alkeos Tsokos, Santhosh Narayanan, Ioannis Kosmidis, Gianluca Baio, Mihai Cucuringu, Gavin Whitaker, Franz J. Király
2019	J	`jnl`	sktime: A Unified Interface for Machine Learning with Time Series. CoRR Markus Löning, Anthony J. Bagnall, Sajaysurya Ganesh, Viktor Kazakov, Jason Lines, Franz J. Király
2018	—	`conf`	Entry-wise Matrix Completion from Noisy Entries. EUSIPCO Zahra Sabetsarvestani, Franz J. Király, Miguel R. D. Rodrigues
2018	J	`jnl`	Machine learning and AI research for Patient Benefit: 20 Critical Questions on Transparency, Replicability, Ethics and Effectiveness. CoRR Sebastian J. Vollmer, Bilal A. Mateen, Gergo Bohner, Franz J. Király, Rayid Ghani, Pall Jonsson, Sarah Cumbers, Adrian Jonas, Katherine S. L. McAllister, Puja Myles, David Granger, Mark Birse, Richard Branson, Karel G. M. Moons, Gary S. Collins, John P. A. Ioannidis, Chris C. Holmes, Harry Hemingway
2018	J	`jnl`	NIPS - Not Even Wrong? A Systematic Review of Empirically Complete Demonstrations of Algorithmic Effectiveness in the Machine Learning and Artificial Intelligence Literature. CoRR Franz J. Király, Bilal A. Mateen, Raphael Sonabend
2018	J	`jnl`	Probabilistic supervised learning. CoRR Frithjof Gressmann, Franz J. Király, Bilal A. Mateen, Harald Oberhauser
2018	—	`conf`	Source Separation in the Presence of Side Information: Necessary and Sufficient Conditions for Reliable De-Mixing. GlobalSIP Zahra Sabetsarvestani, Francesco Renna, Franz J. Király, Miguel R. D. Rodrigues
2017	J	`jnl`	Modelling Competitive Sports: Bradley-Terry-Élő Models for Supervised and On-Line Learning of Paired Competition Outcomes. CoRR Franz J. Király, Zhaozhi Qian
2017	J	`jnl`	Predictive Independence Testing, Predictive Conditional Independence Testing, and Predictive Graphical Modelling. CoRR Samuel Burkart, Franz J. Király
2016	J	`jnl`	Kernels for sequentially ordered data. CoRR Franz J. Király, Harald Oberhauser
2016	J	`jnl`	Machine Learning in Falls Prediction; A cognition-based predictor of falls for the acute neurological in-patient population. CoRR Bilal A. Mateen, Matthias Bussas, Catherine Doogan, Denise Waller, Alessia Saverino, Franz J. Király, E. Diane Playford
2015	J	`jnl`	The algebraic combinatorial approach for low-rank matrix completion. J. Mach. Learn. Res. Franz J. Király, Louis Theran, Ryota Tomioka
2014	A	`conf`	Algebraic Reconstruction Bounds and Explicit Inversion for Phase Retrieval at the Identifiability Threshold. AISTATS Franz J. Király, Martin Ehler
2014	J	`jnl`	Dual-to-kernel learning with ideals. CoRR Franz J. Király, Martin Kreuzer, Louis Theran
2014	J	`jnl`	Fano schemes of generic intersections and machine learning. Int. J. Algebra Comput. Paul Larsen, Franz J. Király
2014	J	`jnl`	Learning with Algebraic Invariances, and the Invariant Kernel Trick. CoRR Franz J. Király, Andreas Ziehe, Klaus-Robert Müller
2014	J	`jnl`	Learning with Cross-Kernels and Ideal PCA. CoRR Franz J. Király, Martin Kreuzer, Louis Theran
2014	J	`jnl`	Matroid Regression. CoRR Franz J. Király, Louis Theran
2014	J	`jnl`	The Algebraic Approach to Phase Retrieval and Explicit Inversion at the Identifiability Threshold. CoRR Franz J. Király, Martin Ehler
2013	Misc	`conf`	Approximate rank-detecting factorization of low-rank tensors. ICASSP Franz J. Király, Andreas Ziehe
2013	J	`jnl`	Coherence and sufficient sampling densities for reconstruction in compressed sensing CoRR Franz J. Király, Louis Theran
2013	J	`jnl`	Efficient Orthogonal Tensor Decomposition, with an Application to Latent Variable Model Learning. CoRR Franz J. Király
2013	—	`conf`	Error-Minimizing Estimates and Universal Entry-Wise Error Bounds for Low-Rank Matrix Completion. NIPS Franz J. Király, Louis Theran
2012	A*	`conf`	A Combinatorial Algebraic Approach for the Identifiability of Low-Rank Matrix Completion. ICML Franz J. Király, Ryota Tomioka
2012	J	`jnl`	Algebraic Geometric Comparison of Probability Distributions. J. Mach. Learn. Res. Franz J. Király, Paul von Bünau, Frank C. Meinecke, Duncan A. J. Blythe, Klaus-Robert Müller
2012	—	`conf`	An Algebraic Method for Approximate Rank One Factorization of Rank Deficient Matrices. LVA/ICA Franz J. Király, Andreas Ziehe, Klaus-Robert Müller
2012	J	`jnl`	Approximate Rank-Detecting Factorization of Low-Rank Tensors. CoRR Franz J. Király, Andreas Ziehe
2012	A	`conf`	Regression for sets of polynomial equations. AISTATS Franz J. Király, Paul von Bünau, Jan Saputra Müller, Duncan A. J. Blythe, Frank C. Meinecke, Klaus-Robert Müller
2012	J	`jnl`	The Algebraic Combinatorial Approach for Low-Rank Matrix Completion CoRR Franz J. Király, Louis Theran, Ryota Tomioka, Takeaki Uno
2011	J	`jnl`	The Stationary Subspace Analysis Toolbox. J. Mach. Learn. Res. Jan Saputra Müller, Paul von Bünau, Frank C. Meinecke, Franz J. Király, Klaus-Robert Müller